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Each wallet version has distinctive behaviors:\n\n| Feature | Weight | Values |\n|---------|--------|--------|\n| nLockTime | 0.30 | `zero` (pre-0.8), `block_height` (0.8+) |\n| Output ordering | 0.25 | `fixed` (early Qt), `random` (modern), `bip69` (Electrum) |\n| tx_version | 0.20 | `1` (pre-BIP68), `2` (post-BIP68) |\n| Sequence | 0.15 | `ffffffff` (no RBF), other (RBF-enabled) |\n| Fee rate | 0.10 | \u003C 5 sat\u002FvB suggests early wallet (pre-fee market) |\n\n### Known Wallet Signatures\n\n| Wallet | nLockTime | Output | Probable Modes |\n|--------|-----------|--------|----------------|\n| Bitcoin-Qt 0.1-0.3 | zero | fixed | 1 (LCG glibc), 2 (LCG MSVC), 6 (low-bits), 10 (OpenSSL) |\n| Bitcoin-Qt 0.3-0.7 | zero | fixed | 5 (MT19937), 1, 2 |\n| Bitcoin-Qt 0.8+ | block_height | random | 0 (strong random) — unlikely vulnerable |\n| Electrum 1.x | zero | bip69 | 5 (MT19937), 3 (SHA256-seq) |\n| Blockchain.info 2011-2013 | zero | random | 17 (V8 MWC1616 Randstorm), 18 (V8 XorShift128+) |\n| Android BitcoinJ | zero | bip69 | 12 (Java LCG) |\n\n## Procedure\n\n1. **Fingerprint a target** — Call `quantum_fingerprint` with Hash160 and observed tx patterns\n2. **List fingerprints** — View accumulated fingerprint database\n3. **Apply to optimization** — `quantum_optimize` automatically incorporates fingerprint `probable_modes`\n\n## References\n\n- [wallet-signatures.md](references\u002Fwallet-signatures.md)\n","# Research\n\nAdvanced intelligence features for identifying wallet software, clustering related addresses, and tracking vulnerability research.\n\n## Wallet Fingerprinting\n\nIdentify wallet software from transaction patterns. Each wallet version has distinctive behaviors:\n\n| Feature | Weight | Values |\n|---------|--------|--------|\n| nLockTime | 0.30 | `zero` (pre-0.8), `block_height` (0.8+) |\n| Output ordering | 0.25 | `fixed` (early Qt), `random` (modern), `bip69` (Electrum) |\n| tx_version | 0.20 | `1` (pre-BIP68), `2` (post-BIP68) |\n| Sequence | 0.15 | `ffffffff` (no RBF), other (RBF-enabled) |\n| Fee rate | 0.10 | \u003C 5 sat\u002FvB suggests early wallet (pre-fee market) |\n\n### Known Wallet Signatures\n\n| Wallet | nLockTime | Output | Probable Modes |\n|--------|-----------|--------|----------------|\n| Bitcoin-Qt 0.1-0.3 | zero | fixed | 1 (LCG glibc), 2 (LCG MSVC), 6 (low-bits), 10 (OpenSSL) |\n| Bitcoin-Qt 0.3-0.7 | zero | fixed | 5 (MT19937), 1, 2 |\n| Bitcoin-Qt 0.8+ | block_height | random | 0 (strong random) — unlikely vulnerable |\n| Electrum 1.x | zero | bip69 | 5 (MT19937), 3 (SHA256-seq) |\n| Blockchain.info 2011-2013 | zero | random | 17 (V8 MWC1616 Randstorm), 18 (V8 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